Headway regularity as an attribute for classifying bus drivers

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dc.catalogadorjca
dc.contributor.authorMartínez-Estupiñan, Yerly
dc.contributor.authorDelgado Breinbauer, Felipe
dc.contributor.authorMuñoz, Juan Carlos
dc.contributor.otherCEDEUS (Chile)
dc.date.accessioned2024-04-09T14:04:10Z
dc.date.available2024-04-09T14:04:10Z
dc.date.issued2024
dc.description.abstractDifferent indices have been proposed in the literature to characterize headway regularity. These metrics aggregate the headway variability for a service, but none can be directly associated with a specific driver. This paper seeks to understand drivers' influence on a service's regularity. To do so, we propose four regularity indices related to a driver's performance and use the Hierarchical Clustering Analysis method to generate a classification of drivers according to their contribution to the headway regularity during the operation of a service. We characterize each class based on the driver's attributes such as age, years of experience as a driver, and years in the bus company, and those attributes associated with the operation, such as number of services per day and period of the day. The results show consistency in the classification obtained, with nearly 90% of drivers remaining in the same regularity classes regardless of the index.
dc.fechaingreso.objetodigital2024-09-03
dc.fuente.origenORCID
dc.identifier.doi10.1080/23249935.2024.2337737
dc.identifier.issn2324-9935
dc.identifier.urihttps://doi.org/10.1080/23249935.2024.2337737
dc.identifier.urihttps://repositorio.uc.cl/handle/11534/84997
dc.identifier.wosidWOS:001197301100001
dc.information.autorucEscuela de Ingeniería; Delgado Breinbauer, Felipe Alberto; 0000-0003-0861-1634; 120137
dc.language.isoen
dc.nota.accesocontenido parcial
dc.revistaTransportmetrica A: Transport Science
dc.rightsacceso restringido
dc.subjectBus driver behaviour
dc.subjectHierarchical clusteringanalysis
dc.subjectHeadway regularityindex
dc.subjectHeadway regularity
dc.subject.ddc380
dc.subject.deweyComunicación y transportees_ES
dc.subject.ods11 Sustainable cities and communities
dc.subject.odspa11 Ciudades y comunidades sostenibles
dc.titleHeadway regularity as an attribute for classifying bus drivers
dc.typeartículo
sipa.codpersvinculados120137
sipa.trazabilidadORCID;2024-04-08
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